Nature-Inspired Design of Hybrid Intelligent Systems

Front Matter....Pages i-xii
Front Matter....Pages 1-1
General Type-2 Fuzzy Edge Detection in the Preprocessing of a Face Recognition System....Pages 3-18
An Overview of Granular Computing Using Fuzzy Logic Systems....Pages 19-38
Optimization of Type-2 and Type-1 Fuzzy Integrator to Ensemble Neural Network with Fuzzy Weights Adjustment....Pages 39-61
Interval Type-2 Fuzzy Possibilistic C-Means Optimization Using Particle Swarm Optimization....Pages 63-78
Choquet Integral and Interval Type-2 Fuzzy Choquet Integral for Edge Detection....Pages 79-97
Bidding Strategies Based on Type-1 and Interval Type-2 Fuzzy Systems for Google AdWords Advertising Campaigns....Pages 99-113
A Gravitational Search Algorithm Using Type-2 Fuzzy Logic for Parameter Adaptation....Pages 115-126
Front Matter....Pages 127-138
Particle Swarm Optimization of the Fuzzy Integrators for Time Series Prediction Using Ensemble of IT2FNN Architectures....Pages 139-139
Long-Term Prediction of a Sine Function Using a LSTM Neural Network....Pages 141-158
UAV Image Segmentation Using a Pulse-Coupled Neural Network for Land Analysis....Pages 159-173
Classification of Arrhythmias Using Modular Architecture of LVQ Neural Network and Type 2 Fuzzy Logic....Pages 175-185
A New Method Based on Modular Neural Network for Arterial Hypertension Diagnosis....Pages 187-194
Spectral Characterization of Content Level Based on Acoustic Resonance: Neural Network and Feedforward Fuzzy Net Approaches....Pages 195-205
Comparison of Optimization Techniques for Modular Neural Networks Applied to Human Recognition....Pages 207-224
A Competitive Modular Neural Network for Long-Term Time Series Forecasting....Pages 225-241
Front Matter....Pages 243-254
Differential Evolution Using Fuzzy Logic and a Comparative Study with Other Metaheuristics....Pages 255-255
An Adaptive Fuzzy Control Based on Harmony Search and Its Application to Optimization....Pages 257-268
A Review of Dynamic Parameter Adaptation Methods for the Firefly Algorithm....Pages 269-283
Fuzzy Dynamic Adaptation of Parameters in the Water Cycle Algorithm....Pages 285-295
Front Matter....Pages 297-311
Fireworks Algorithm (FWA) with Adaptation of Parameters Using Fuzzy Logic....Pages 255-255
Imperialist Competitive Algorithm with Dynamic Parameter Adaptation Applied to the Optimization of Mathematical Functions....Pages 313-327
Modification of the Bat Algorithm Using Type-2 Fuzzy Logic for Dynamical Parameter Adaptation....Pages 329-341
Flower Pollination Algorithm with Fuzzy Approach for Solving Optimization Problems....Pages 343-355
A Study of Parameters of the Grey Wolf Optimizer Algorithm for Dynamic Adaptation with Fuzzy Logic....Pages 357-369
Gravitational Search Algorithm with Parameter Adaptation Through a Fuzzy Logic System....Pages 371-390
Front Matter....Pages 391-405
Particle Swarm Optimization of Ensemble Neural Networks with Type-1 and Type-2 Fuzzy Integration for the Taiwan Stock Exchange....Pages 407-407
A New Hybrid PSO Method Applied to Benchmark Functions....Pages 409-421
On the Use of Parallel Genetic Algorithms for Improving the Efficiency of a Monte Carlo-Digital Image Based Approximation of Eelgrass Leaf Area I: Comparing the Performances of Simple and Master-Slaves Structures....Pages 423-430
Social Spider Algorithm to Improve Intelligent Drones Used in Humanitarian Disasters Related to Floods....Pages 431-455
An Optimized GPU Implementation for a Path Planning Algorithm Based on Parallel Pseudo-bacterial Potential Field....Pages 457-476
Estimation of Population Pharmacokinetic Parameters Using a Genetic Algorithm....Pages 477-492
Optimization of Reactive Control for Mobile Robots Based on the CRA Using Type-2 Fuzzy Logic....Pages 493-503
Front Matter....Pages 505-515
A FPGA-Based Hardware Architecture Approach for Real-Time Fuzzy Edge Detection....Pages 517-517
A Hybrid Intelligent System Model for Hypertension Diagnosis....Pages 519-540
Comparative Analysis of Designing Differents Types of Membership Functions Using Bee Colony Optimization in the Stabilization of Fuzzy Controllers....Pages 541-550
Neuro-Fuzzy Hybrid Model for the Diagnosis of Blood Pressure....Pages 551-571
Microcalcification Detection in Mammograms Based on Fuzzy Logic and Cellular Automata....Pages 573-582
Sensor Less Fuzzy Logic Tracking Control for a Servo System with Friction and Backlash....Pages 583-602
Front Matter....Pages 603-613
Differential Evolution with Self-adaptive Gaussian Perturbation....Pages 615-615
Front Matter....Pages 617-629
Optimization Mathematical Functions for Multiple Variables Using the Algorithm of Self-defense of the Plants....Pages 615-615
Evaluation of the Evolutionary Algorithms Performance in Many-Objective Optimization Problems Using Quality Indicators....Pages 631-640
Generating Bin Packing Heuristic Through Grammatical Evolution Based on Bee Swarm Optimization....Pages 641-653
Integer Linear Programming Formulation and Exact Algorithm for Computing Pathwidth....Pages 655-671
Iterated VND Versus Hyper-heuristics: Effective and General Approaches to Course Timetabling....Pages 673-686
AMOSA with Analytical Tuning Parameters for Heterogeneous Computing Scheduling Problem....Pages 687-700
Increase Methodology of Design of Course Timetabling Problem for Students, Classrooms, and Teachers....Pages 701-711
Solving the Cut Width Optimization Problem with a Genetic Algorithm Approach....Pages 713-728
Front Matter....Pages 729-738
A Dialogue Interaction Module for a Decision Support System Based on Argumentation Schemes to Public Project Portfolio....Pages 739-739
Implementation of an Information Retrieval System Using the Soft Cosine Measure....Pages 741-756
TOPSIS-Grey Method Applied to Project Portfolio Problem....Pages 757-766
Comparing Grammatical Evolution’s Mapping Processes on Feature Generation for Pattern Recognition Problems....Pages 767-774
Hyper-Parameter Tuning for Support Vector Machines by Estimation of Distribution Algorithms....Pages 775-785
Viral Analysis on Virtual Communities: A Comparative of Tweet Measurement Systems....Pages 787-800
Improving Decision-Making in a Business Simulator Using TOPSIS Methodology for the Establishment of Reactive Stratagems....Pages 801-808
Non-singleton Interval Type-2 Fuzzy Systems as Integration Methods in Modular Neural Networks Used Genetic Algorithms to Design....Pages 809-819
....Pages 821-838